Articles by Category: Educational

The most-seen UI on the Internet? Redesigning Turnstile and Challenge Pages

2026-02-27 06:00
Cloudflare's Turnstile widget and Challenge Pages are seen 7.67 billion times daily, making them possibly the most-visible UI online. 🔍 To enhance user experience, Cloudflare undertook a redesign focusing on accessibility and usability for diverse audiences. This process involved extensive research and engineering efforts to accommodate increasing security demands without compromising user satisfaction. Learn more about their approach and the impact on users. 🌐 #UserExperience #WebDesign...
Marina Elmore

Build a Twilio + Zoho CRM Voice Integration

2026-02-27 00:00
📞 Learn how to integrate Twilio with Zoho CRM to log incoming voice calls directly in your CRM account. This tutorial guides you through the process, ensuring you capture both an audio and text copy of each call for better record-keeping. Follow along to enhance your CRM capabilities! #Twilio #ZohoCRM #VoiceIntegration #TechTutorial #Developers
Matthew Setter

Protect Your MCP Tools With Auth0 FGA in TypeScript

2026-02-27 00:00
🔒 Secure your Model Context Protocol (MCP) tools with Auth0 FGA and TypeScript! This article explains how to implement relationship-based access control for AI applications using OpenFGA. Learn to create an MCP server that authenticates users and filters access to tools based on permissions. Get started with FastMCP, Node.js, and Auth0 to enhance your MCP server's functionality. 🚀 #Auth0 #MCP #FGA #TypeScript #AIApplications
Source: Auth0 Blog
Raphael do Vale

Using LLMs to amplify human labeling and improve Dash search relevance

2026-02-26 17:00
🔍 Dropbox Dash enhances search relevance using a blend of human and LLM-assisted labeling. When a user queries Dash, it retrieves relevant company information and uses it to provide tailored responses. The search model learns from human-annotated examples, ensuring high-quality results. By combining human insights with AI efficiency, Dash effectively improves the search experience for users. #Dropbox #AI #SearchRelevance #TechInnovation #MachineLearning
Dmitriy Meyerzon

Making AI Prompts More Effective for SMBs

2026-02-26 15:37
Unlock the potential of AI for your small business! 🤖 The article emphasizes the importance of clear prompting using the Role-Action-Context-Output framework. This approach helps ensure you receive focused and useful responses from AI, rather than overwhelming information. For best results, assign a role, specify an action, add context, and clarify the desired output format. This strategy can enhance how SMBs leverage AI in their operations. #AI #SmallBusiness #Productivity #BusinessStrategy...
Ian Thompson

Making AI Prompts More Effective for SMBs

2026-02-26 15:37
Unlock the potential of AI for your small business! 🤖✨ To make AI your strategic partner, focus on effective prompting. Instead of vague requests, use the Role-Action-Context-Output framework. Start by assigning a clear role to AI, define the action needed, provide context, and specify the output format. This approach helps AI deliver more useful and relevant results. #SmallBusiness #AI #Productivity #BusinessStrategy #SMB
Ian Thompson

Observability platform migration guide: Prometheus, OpenTelemetry, and Fluent Bit

2026-02-26 15:28
🚀 Migrating observability platforms can be complex. The article outlines key strategies for using open-source tools like Prometheus, OpenTelemetry, and Fluent Bit. 📋 Start by defining success, identifying services, and determining essential dashboards and alerts for migration. Prioritize what truly matters to ensure a smooth transition. 🔄 Document ownership of services and known quirks to facilitate validation during the process. Open standards can simplify migration, but reaching them may...
Katie Greenley

Superuser Gateway: Guardrails for Privileged Command Execution

2026-02-26 14:30
Introducing Uber's Superuser Gateway! 🚀 This innovative system transforms risky manual commands into peer-reviewed, machine-validated changes, enhancing security and efficiency. Learn how you can implement similar guardrails in your own systems to improve command execution safety. 🔒 #Cybersecurity #TechInnovation #Uber #DataSecurity #Engineering

Upskilling in the AI Era | FY25 Purpose Report

2026-02-26 00:21
Cisco is prioritizing employee development in the AI era, as highlighted in the FY25 Purpose Report. The Cisco AI Readiness Index shows that many organizations face challenges in AI adoption. However, Cisco is committed to fostering a culture of continuous learning and experimentation in AI. Discover more about Cisco's approach to powering an inclusive future. 🌍💡 #Cisco #AI #Upskilling #EmployeeDevelopment #Innovation
Amanda Wolkin

Secure and fast deployments to Google Agent Engine with GitLab

2026-02-26 00:00
🚀 Learn how to deploy AI agents using Google Cloud's Agent Engine and GitLab! This tutorial guides you through configuring IAM, setting up CI/CD pipelines, and testing your agent. Agent Engine simplifies deployment by managing infrastructure, scaling, and integrations. Key benefits of using GitLab include automated security scans, native Google Cloud integration, and streamlined CI/CD processes. Ready to get started? Check out the full tutorial! #GoogleCloud #GitLab #AIAgents #DevOps...
Source: GitLab Blog
Regnard Raquedan

WebAssembly is everywhere. Here’s how it works

2026-02-25 19:00
WebAssembly (Wasm) is a binary instruction format enhancing web app performance, especially for data-intensive tasks. It works alongside JavaScript, which excels in interactivity but not heavy computations. Adopted by major platforms like Figma and Unity, Wasm became a W3C standard in December 2019. Its development addressed JavaScript's limitations in complex applications, evolving from earlier solutions like asm.js and Native Client. Explore how Wasm is shaping the future of web...
Jessica Wachtel

Getting started with Windsurf and CircleCI

2026-02-25 16:00
🚀 Discover the power of Windsurf and CircleCI in AI-assisted development! This tutorial covers the essentials, from setting up Windsurf and CircleCI to troubleshooting builds. It highlights how continuous integration ensures your AI-generated code is reliable and secure. Key steps include creating a CircleCI project and utilizing the powerful Cascade AI assistant. #Windsurf #CircleCI #AIDevelopment #ContinuousIntegration #CodingTools
Roger Winter

Migrating to Modular Monolith using Spring Modulith and IntelliJ IDEA

2026-02-25 12:40
Exploring the challenges of maintaining clean architecture in complex applications is crucial. Traditional package-by-layer approaches often lead to tightly coupled code, making it hard to manage. Spring Modulith, paired with IntelliJ IDEA, offers a solution by promoting modular monoliths. This helps developers create applications with clear domain-driven modules and explicit boundaries. The article uses a bookstore application example to illustrate these concepts. 📚 For those interested in...
Siva Katamreddy

Zero to Deploy: Launching Your Career at DigitalOcean

2026-02-25 08:14
🚀 Starting a career at DigitalOcean offers recent graduates a chance to make an impact from day one. Three first-year employees shared their experiences, highlighting mentorship, ownership, and working on AI infrastructure. Mitali, Isabel, and Yeshvanth tackled real projects that went live, improving customer experiences. The supportive culture fosters bold thinking and encourages curiosity, helping new hires develop essential skills for their careers. Explore opportunities to build your...
Sujatha R

How to use auto-instrumentation with OpenTelemetry

2026-02-25 08:01
🌐 Observability is essential in cloud-native development. Transitioning to microservices on Red Hat OpenShift complicates tracking requests, but OpenTelemetry (OTel) offers a solution. 📊 This guide highlights auto-instrumentation, enabling full-stack observability without altering source code. The Red Hat build of OTel simplifies the management and configuration of telemetry data. 🛠️ Key benefits include automated updates, code injection for various languages, and standardization across...
Robert Baumgartner

How to Know if Your AI Feature is Good Enough to Ship

2026-02-24 21:26
Navigating AI feature quality can be challenging for product managers. A new guide from Atlassian emphasizes moving from subjective assessments to objective evaluations. Key steps include defining "good enough" based on user outcomes, creating relevant datasets, and using reliable assessment methods. The guide highlights the importance of consistent and useful AI outputs, especially in critical workflows. For those involved in AI development, this is a must-read! 🤖📊 #AI #ProductManagement...
Christopher Cheung

From the Captain’s Chair: Kristiyan Velkov

2026-02-24 14:00
🚀 Meet Kristiyan Velkov, a Docker Captain and Front-end Tech Lead with over 10 years of experience in web development and DevOps. He uses Docker to build, test, and deploy front-end applications consistently. Kristiyan emphasizes clean Dockerfiles and effective CI/CD pipelines to enhance teamwork between developers and DevOps. As an author of four technical books, Kristiyan shares his knowledge through writing, open-source contributions, and mentoring. His mission is to help bridge the gap...
Source: Docker Blog
Jennifer Kohl

From Factory Floors to CyberSecurity: How Cisco Helped Me Build My Dream Career

2026-02-24 13:00
Pamela R. shares her inspiring journey from factory jobs to becoming a Technical Solutions Engineer at Cisco. After facing personal and financial challenges, she held onto her dream of working in technology. Her love for computers ignited in childhood, leading her to pursue a career in cybersecurity. Her story highlights the importance of perseverance and the support Cisco provided in achieving her goals. 🌟💻 #CareerJourney #Cisco #Inspiration #CyberSecurity #WomenInTech
Pamela Soto Romero

Beyond the Build Log: How TeamCity Provides Actionable Build Insights

2026-02-24 11:35
🔍 Build logs are essential in CI/CD but often overwhelming. TeamCity addresses this with structured log views and visual insights. 🛠️ Developers can easily navigate failures, spot performance regressions, and anticipate recurring issues, transforming logs into actionable insights. 📊 By rethinking build information presentation, TeamCity enhances clarity and efficiency in debugging. #TeamCity #CICD #BuildLogs #SoftwareDevelopment #DevOps
Olga Bedrina

#1 on Spider 2.0–DBT Benchmark – How Databao Agent Did It

2026-02-24 07:54
🚀 As of February 2026, Databao Agent has achieved the top spot in the Spider 2.0–DBT benchmark, highlighting its effectiveness in managing real dbt projects. The benchmark evaluates agents on their ability to read repositories, identify issues, and implement solutions while running code. 📊 Key improvements included providing better context and enforcing a reliable workflow, emphasizing that design is crucial for reliability. Explore how these engineering choices led to success in navigating...
Dmitrii Mikhailovskii

Use Global Hub to migrate managed clusters

2026-02-24 07:01
🌐 Red Hat Advanced Cluster Management for Kubernetes has made managed cluster migration generally available in version 2.15. Key improvements include: - **Installation**: Global hub agent can be installed easily. - **Auto-selection**: Use the Placement resource for managed clusters. - **Recovery**: Migration resumes automatically after pod restarts. - **Rollback**: Automatic recovery if migration fails. For detailed migration steps and examples, refer to the official documentation. #RedHat...
Yaheng Liu

Deploying Open Source Vision Language Models (VLM) on Jetson

2026-02-24 00:00
🌟 Vision-Language Models (VLMs) combine visual perception with semantic reasoning, enhancing AI capabilities beyond traditional models. The NVIDIA Jetson family is designed to support these advanced models, offering optimized performance for edge devices. This tutorial outlines deploying the NVIDIA Cosmos Reasoning 2B model on Jetson using the vLLM framework. #AI #NVIDIA #Jetson #VLM #OpenSource

Redesigning a Homepage in 20 Minutes: Figma MCP + Atlassian Design System MCP + Rovo Dev CLI

2026-02-23 21:29
Redesigning a homepage just got quicker! ⏳ Using Rovo Dev CLI and Model Context Protocol (MCP) servers, an entire homepage was transformed from Figma mockup to production-ready code in under 20 minutes. 🚀 This streamlined process connects Figma with the Atlassian Design System, allowing for rapid design extraction and code generation without the usual manual steps. Learn how this innovative workflow works and the tools involved in achieving this efficiency. #WebDevelopment #Figma...
Jovana Dunisijevic

AI User Experience Patterns

2026-02-23 17:43
In the evolving landscape of AI, chat-style interfaces are not always the best option for user interaction. The article discusses the need for software practitioners to rethink user experiences in AI, highlighting scenarios that can benefit from improved interactions. One innovative example is an AI form-filling feature developed for Atlassian’s Workplace Events team, streamlining the completion of complex forms while ensuring user control and transparency. The article further outlines four...
Dugald Morrow

Getting started with Claude Code and CircleCI

2026-02-23 16:00
🚀 Dive into the world of AI-assisted development with Claude Code and CircleCI! This tutorial covers everything from setting up your CircleCI project to connecting it with Claude Code for seamless workflow. The integration allows you to validate AI-generated code automatically, ensuring reliable development. Key highlights include: - Preparing your project - Validating pipeline configurations - Investigating build failures Get ready to enhance your coding experience! 💻🔧 #AI #Coding #CircleCI...
Roger Winter

Getting started with Gemini and CircleCI

2026-02-23 16:00
🚀 Dive into the world of AI coding with Gemini and CircleCI! This tutorial walks you through the essentials, from prerequisites to setting up CircleCI for your AI-generated code. It highlights the importance of CI in ensuring code quality and provides practical use cases like validating configs and diagnosing build failures. Get ready to streamline your development process! #AICoding #CircleCI #Gemini #DevOps #CodingTips
Roger Winter

C# Extension Members

2026-02-23 14:44
Unlock new functionality in C# with extension members! Extension members let you add methods, properties, and operators to existing types without altering their definitions. This feature, introduced in C# 3.0, has evolved in C# 14 to include static and instance properties. For example, you can easily extend DateTime to find the first Monday of any quarter. The new extension syntax simplifies usage, allowing direct calls without instance creation. Enhance your coding with these powerful tools!...
Rachel Appel

Run OpenClaw Securely in Docker Sandboxes

2026-02-23 14:00
🚀 Discover Docker Sandboxes! This new feature allows you to run AI agents and other workloads in isolated micro VMs, enhancing security and providing a better developer experience. It includes a network proxy that prevents unauthorized internet access and keeps your API keys safe. With just a few commands, you can run OpenClaw locally without cloud costs. Learn more about leveraging Docker for secure AI deployment! 🖥️🔒 #Docker #OpenClaw #AIAgents #CyberSecurity #TechInnovation
Source: Docker Blog
Jennifer Kohl

Prompt engineering: Big vs. small prompts for AI agents

2026-02-23 07:01
🔍 Explore the nuances of prompt engineering in AI with our latest article! We discuss two approaches: **big prompts** and **small prompts**. The AI quickstart framework utilizes both styles to enhance IT processes, from laptop refreshes to RFP generation. 🛠️ Each approach has its advantages and drawbacks. Big prompts offer simplicity and ease of maintenance, while small prompts provide better focus and efficiency with smaller models. Learn more about these strategies and how they can be...
Michael Dawson

Data activation: what it is & how to do it

2026-02-23 00:00
Unlocking the potential of your data is crucial for business success. 📊 Data activation involves transforming raw data into actionable insights, enabling informed decision-making. However, many organizations struggle with accessibility and integration, making it hard to leverage this valuable resource. It's essential to ensure that data is usable across various platforms for effective marketing and sales strategies. Learn more about overcoming common obstacles and building a successful...
Kelly Kirwan

Sunsetting Twilio Segment’s Legacy Analytics Libraries

2026-02-23 00:00
🚨 Important Update for Developers! 🚨 Twilio Segment is sunsetting its legacy SDKs on March 31, 2026. This change aims to encourage users to transition to modern alternatives that offer better performance. The article provides guidance on how to make this transition smoothly. Stay informed and prepare for the upcoming changes! #TwilioSegment #Developers #TechUpdate #LegacySDKs #Analytics
Wenxi Zeng

Wasm vs. Who wins at a million rows?

2026-02-22 14:00
Unlock the power of WebAssembly (Wasm) for heavy computational tasks in JavaScript! 🚀 This tutorial dives into using Wasm for processing large CSV files, comparing its performance with JavaScript. Key insights include using Rust for better safety and interoperability. Prepare your environment with Node.js, Python, and Rust before starting your CSV processing app. #WebAssembly #JavaScript #Rust #DataProcessing #CodingTutorial
Jessica Wachtel

Why Kubernetes 1.35 is a game-changer for stateful workload scaling

2026-02-21 16:00
Kubernetes 1.35 introduces significant updates for stateful workloads. The In-Place Pod Resize feature is now generally available, allowing Vertical Pod Autoscaling (VPA) to adjust running pods without eviction. This enhances the management of long-running applications. 🚀 In the article, a tutorial guides you through installing VPA on Minikube, deploying a sample app, and enabling in-place resizing while observing resource adjustments in real time. For effective use, ensure you have Minikube,...
Janakiram MSV

Claude Code comes to Roadmap, OpenClaw loses its head, and AI workslop

2026-02-21 15:05
🚀 Exciting updates in the AI landscape this week! Roadmap.sh launched the Claude Code roadmap, designed to assist users in navigating AI-assisted coding. This guide covers essential topics for enhancing coding skills and productivity. In an interview, machine learning engineer Stephanie Kirmer shared insights on how LLMs are changing work dynamics, though she warns of inflated investment expectations in the AI sector. A recent study highlights that organizations benefitting from AI are those...
Matthew Burns

Keep control when sharing design work with clients and teams

2026-02-20 08:00
🔍 Sharing design work with clients and teams can be challenging. It’s crucial to balance feedback and control without losing context. 💻 Previews in Sketch enable you to share specific sections of your design. This helps keep conversations focused and relevant. You can select pages or prototypes to share while keeping the rest private. 🔗 Clients can access your work without needing an account, simplifying the review process. Share a single link instead of multiple files, maintaining control...
Source: Sketch Blog
Ale Cubero

Improving code quality - Session 67: Excessive errors are like insufficient ones

2026-02-20 02:00
🚀 In the latest installment of "Improving Code Quality," Munetoshi Ishikawa discusses the implications of excessive and insufficient errors in code. 💻 The article examines a specific function, `queryUserModel`, highlighting its return type, `ApiResult?`, which is defined using sealed interfaces. ⚠️ Excessive errors can be as problematic as insufficient ones, emphasizing the need for balanced error handling in coding practices. #CodeQuality #Programming #SoftwareDevelopment #ErrorHandling

How To Track User Events With Segment in Node.js

2026-02-20 00:00
Unlock the power of user tracking with Segment in Node.js! 🚀 This guide walks through integrating Segment's library to track user events and identify users in your Express application. It includes clear code examples for using identify, track, and page methods. Enhance your analytics capabilities today! 📊 #Nodejs #Segment #Analytics #WebDevelopment #CodingTips
Dhruv Patel

Roll out 1Password with confidence: Start learning on 1Password Academy

2026-02-20 00:00
🚀 Rolling out new security tools like 1Password is complex. It involves not just setup but also ensuring everyone knows how to use it effectively. That's where **1Password Academy** comes in. This free learning platform offers structured courses for both admins and team members, helping to build confidence and reduce risky credential behaviors. With self-paced learning and tailored training, you can enhance adoption and strengthen your organization’s security culture. Explore the Academy...
info@1password.com (Marius Masalar)

Train AI models with Unsloth and Hugging Face Jobs for FREE

2026-02-20 00:00
Unlock the potential of AI training with Unsloth and Hugging Face Jobs! 🚀 This article details how to fine-tune the LFM2.5-1.2B-Instruct model quickly and efficiently. Unsloth boasts approximately 2x faster training and 60% less VRAM usage, making it cost-effective for small models. Small language models are not only affordable but also competitive for targeted tasks, optimized for devices with limited memory. 💻📱 #AI #MachineLearning #Unsloth #HuggingFace #LLM